Michael Seufert

Orcid: 0000-0002-5036-5206

According to our database1, Michael Seufert authored at least 139 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Improving the Transfer of Machine Learning-Based Video QoE Estimation Across Diverse Networks.
IEEE Trans. Netw. Serv. Manag., June, 2024

Marina: Realizing ML-Driven Real-Time Network Traffic Monitoring at Terabit Scale.
IEEE Trans. Netw. Serv. Manag., June, 2024

Want More WANs? Comparison of Traditional and GAN-Based Generation of Wide Area Network Topologies via Graph and Performance Metrics.
IEEE Trans. Netw. Serv. Manag., February, 2024

The Missing Link in Network Intrusion Detection: Taking AI/ML Research Efforts to Users.
IEEE Access, 2024

Machine Learning With Computer Networks: Techniques, Datasets, and Models.
IEEE Access, 2024

HALIDS: a Hardware-Assisted Machine Learning IDS for in-Network Monitoring.
Proceedings of the 8th Network Traffic Measurement and Analysis Conference, 2024

QoEXplainer: Mediating Explainable Quality of Experience Models with Large Language Models.
Proceedings of the 16th International Conference on Quality of Multimedia Experience, 2024

Sitting, Chatting, Waiting: Influence of Loading Times on Mobile Instant Messaging QoE.
Proceedings of the 16th International Conference on Quality of Multimedia Experience, 2024

(Not) The Sum of Its Parts: Relating Individual Video and Browsing Stimuli to Web Session QoE.
Proceedings of the 16th International Conference on Quality of Multimedia Experience, 2024

2023
Do you agree? Contrasting Google's Core Web Vitals and the impact of cookie consent banners with actual web QoE.
Qual. User Exp., 2023

Share and Multiply: Modeling Communication and Generated Traffic in Private WhatsApp Groups.
IEEE Access, 2023

Explainable Data-Driven QoE Modelling with XAI.
Proceedings of the 15th International Conference on Quality of Multimedia Experience, 2023

Experiment Precision Measures and Methods for Experiment Comparisons.
Proceedings of the 15th International Conference on Quality of Multimedia Experience, 2023

Moving Down the Stack: Performance Evaluation of Packet Processing Technologies for Stateful Firewalls.
Proceedings of the NOMS 2023, 2023

2022
Guest Editorial: Time-Sensitive Networking.
IEEE Commun. Stand. Mag., December, 2022

Browser Fingerprinting: How to Protect Machine Learning Models and Data with Differential Privacy?
Electron. Commun. Eur. Assoc. Softw. Sci. Technol., 2022

Systematic Analysis of Experiment Precision Measures and Methods for Experiments Comparison.
CoRR, 2022

An Introduction to Online Video Game QoS and QoE Influencing Factors.
IEEE Commun. Surv. Tutorials, 2022

X-Ray Goggles for the ISP: Improving in-Network Web and App QoE Monitoring with Deep Learning.
Proceedings of the 6th Network Traffic Measurement and Analysis Conference, 2022

A Vital Improvement? Relating Google's Core Web Vitals to Actual Web QoE.
Proceedings of the 14th International Conference on Quality of Multimedia Experience, 2022

Waiting along the Path: How Browsing Delays Impact the QoE of Music Streaming Applications.
Proceedings of the 14th International Conference on Quality of Multimedia Experience, 2022

On Learning Hierarchical Embeddings from Encrypted Network Traffic.
Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

ML-based Performance Prediction of SDN using Simulated Data from Real and Synthetic Networks.
Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

DeepCrypt - Deep Learning for QoE Monitoring and Fingerprinting of User Actions in Adaptive Video Streaming.
Proceedings of the 8th IEEE International Conference on Network Softwarization, 2022

Not all Web Pages are Born the Same Content Tailored Learning for Web QoE Inference.
Proceedings of the IEEE International Symposium on Measurements & Networking, 2022

Comparing Traditional and GAN-based Approaches for the Synthesis of Wide Area Network Topologies.
Proceedings of the 18th International Conference on Network and Service Management, 2022

Fingerprinting Web Pages and Smartphone Apps from Encrypted Network Traffic with WebScanner.
Proceedings of the 11th IEEE International Conference on Cloud Networking, 2022

2021
Cumulative Quality Modeling for HTTP Adaptive Streaming.
ACM Trans. Multim. Comput. Commun. Appl., 2021

Delivering User Experience over Networks: Towards a Quality of Experience Centered Design Cycle for Improved Design of Networked Applications.
SN Comput. Sci., 2021

Improving Web QoE Monitoring for Encrypted Network Traffic through Time Series Modeling.
SIGMETRICS Perform. Evaluation Rev., 2021

Performance Evaluation of Hybrid Crowdsensing and Fixed Sensor Systems for Event Detection in Urban Environments.
Sensors, 2021

Statistical methods and models based on quality of experience distributions.
Qual. User Exp., 2021

On Inter-Rater Reliability for Crowdsourced QoE.
Proceedings of the 13th International Conference on Quality of Multimedia Experience, 2021

Mobile Web and App QoE Monitoring for ISPs - from Encrypted Traffic to Speed Index through Machine Learning.
Proceedings of the 13th IFIP Wireless and Mobile Networking Conference, 2021

Quality that Matters: QoE Monitoring in Education Service Provider (ESP) Networks.
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

ML-Assisted Latency Assignments in Time-Sensitive Networking.
Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

High Performance Network Metadata Extraction Using P4 for ML-based Intrusion Detection Systems.
Proceedings of the 22nd IEEE International Conference on High Performance Switching and Routing, 2021

On Machine Learning Based Video QoE Estimation Across Different Networks.
Proceedings of the 16th International Conference on Telecommunications, 2021

How are your Apps Doing? QoE Inference and Analysis in Mobile Devices.
Proceedings of the 17th International Conference on Network and Service Management, 2021

Machine-Learning Based Prediction of Next HTTP Request Arrival Time in Adaptive Video Streaming.
Proceedings of the 17th International Conference on Network and Service Management, 2021

2020
ViCrypt to the Rescue: Real-Time, Machine-Learning-Driven Video-QoE Monitoring for Encrypted Streaming Traffic.
IEEE Trans. Netw. Serv. Manag., 2020

White Paper on Crowdsourced Network and QoE Measurements - Definitions, Use Cases and Challenges.
CoRR, 2020

How good is your mobile (web) surfing?: speed index inference from encrypted traffic.
Proceedings of the SIGCOMM '20: ACM SIGCOMM 2020 Conference, 2020

Studying the Impact of the Content Selection Method on the Video QoE on Mobile Devices.
Proceedings of the Twelfth International Conference on Quality of Multimedia Experience, 2020

Different Points of View: Impact of 3D Point Cloud Reduction on QoE of Rendered Images.
Proceedings of the Twelfth International Conference on Quality of Multimedia Experience, 2020

QoE Assessment of Enterprise Applications Based on Self-Motivated Ratings.
Proceedings of the Twelfth International Conference on Quality of Multimedia Experience, 2020

Optimizing HAS for 360-Degree Videos.
Proceedings of the NOMS 2020, 2020

Scoring High: Analysis and Prediction of Viewer Behavior and Engagement in the Context of 2018 FIFA WC Live Streaming.
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Are you on Mobile or Desktop? On the Impact of End-User Device on Web QoE Inference from Encrypted Traffic.
Proceedings of the 16th International Conference on Network and Service Management, 2020

Mind the (QoE) Gap: On the Incompatibility of Web and Video QoE Models in the Wild.
Proceedings of the 16th International Conference on Network and Service Management, 2020

2019
A Fair Share for All: TCP-Inspired Adaptation Logic for QoE Fairness Among Heterogeneous HTTP Adaptive Video Streaming Clients.
IEEE Trans. Netw. Serv. Manag., 2019

Considering User Behavior in the Quality of Experience Cycle: Towards Proactive QoE-Aware Traffic Management.
IEEE Commun. Lett., 2019

Online Detection of Stalling and Scrubbing in Adaptive Video Streaming.
Proceedings of the International Symposium on Modeling and Optimization in Mobile, 2019

Let me Decrypt your Beauty: Real-time Prediction of Video Resolution and Bitrate for Encrypted Video Streaming.
Proceedings of the Network Traffic Measurement and Analysis Conference, 2019

Is QUIC becoming the New TCP? On the Potential Impact of a New Protocol on Networked Multimedia QoE.
Proceedings of the 11th International Conference on Quality of Multimedia Experience QoMEX 2019, 2019

Fundamental Advantages of Considering Quality of Experience Distributions over Mean Opinion Scores.
Proceedings of the 11th International Conference on Quality of Multimedia Experience QoMEX 2019, 2019

On the Analysis of YouTube QoE in Cellular Networks through in-Smartphone Measurements.
Proceedings of the 12th IFIP Wireless and Mobile Networking Conference, 2019

I See What you See: Real Time Prediction of Video Quality from Encrypted Streaming Traffic.
Proceedings of the 4th Internet-QoE Workshop on QoE-based Analysis and Management of Data Communication Networks, 2019

Features that Matter: Feature Selection for On-line Stalling Prediction in Encrypted Video Streaming.
Proceedings of the IEEE INFOCOM 2019, 2019

QUICker or not? -an Empirical Analysis of QUIC vs TCP for Video Streaming QoE Provisioning.
Proceedings of the 22nd Conference on Innovation in Clouds, 2019

Stream-based Machine Learning for Real-time QoE Analysis of Encrypted Video Streaming Traffic.
Proceedings of the 22nd Conference on Innovation in Clouds, 2019

2018
You Tube QoE Monitoring with YoMoApp: A Web-Based Data Interface for Researchers.
Proceedings of the Network Traffic Measurement and Analysis Conference, 2018

A Wrapper for Automatic Measurements with YouTube's Native Android App.
Proceedings of the Network Traffic Measurement and Analysis Conference, 2018

App for Dynamic Crowdsourced QoE Studies of HTTP Adaptive Streaming on Mobile Devices.
Proceedings of the Network Traffic Measurement and Analysis Conference, 2018

A Public Dataset for YouTube's Mobile Streaming Client.
Proceedings of the Network Traffic Measurement and Analysis Conference, 2018

WhatsAnalyzer: A Tool for Collecting and Analyzing WhatsApp Mobile Messaging Communication Data.
Proceedings of the 30th International Teletraffic Congress, 2018

Performance Evaluation of Service Functions Chain Placement Algorithms in Edge Cloud.
Proceedings of the 30th International Teletraffic Congress, 2018

Streaming Characteristics of Spotify Sessions.
Proceedings of the Tenth International Conference on Quality of Multimedia Experience, 2018

Performance Evaluation of Mobile Crowdsensing for Event Detection.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

Quality of experience and access network traffic management of HTTP adaptive video streaming.
Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Demo: A wrapper for automated measurements with YouTube's native app.
Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Investigating the Impact of Advertisement Banners and Clips on Video QoE.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Studying the Impact of HAS QoE Factors on the Standardized QoE Model P.1203.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Enhancing Machine Learning Based QoE Prediction by Ensemble Models.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Beauty is in the Eye of the Smartphone Holder A Data Driven Analysis of YouTube Mobile QoE.
Proceedings of the 14th International Conference on Network and Service Management, 2018

A Fair Share for All: Novel Adaptation Logic for QoE Fairness of HTTP Adaptive Video Streaming.
Proceedings of the 14th International Conference on Network and Service Management, 2018

Potential Traffic Savings by Leveraging Proximity of Communication Groups in Mobile Messaging.
Proceedings of the 14th International Conference on Network and Service Management, 2018

2017
Quality of Experience and Access Network Traffic Management of HTTP Adaptive Video Streaming.
PhD thesis, 2017

Analytical Model for SDN Signaling Traffic and Flow Table Occupancy and Its Application for Various Types of Traffic.
IEEE Trans. Netw. Serv. Manag., 2017

A discrete-time model for optimizing the processing time of virtualized network functions.
Comput. Networks, 2017

Concept and implementation of video QoE measurements in a mobile broadband testbed.
Proceedings of the Network Traffic Measurement and Analysis Conference, 2017

Automated Decision Making Based on Pareto Frontiers in the Context of Service Placement in Networks.
Proceedings of the 29th International Teletraffic Congress, 2017

Server and Content Selection for MPEG DASH Video Streaming with Client Information.
Proceedings of the 2017 Workshop on QoE-based Analysis and Management of Data Communication Networks, 2017

Unperturbed video streaming QoE under web page related context factors.
Proceedings of the Ninth International Conference on Quality of Multimedia Experience, 2017

Unsupervised QoE field study for mobile YouTube video streaming with YoMoApp.
Proceedings of the Ninth International Conference on Quality of Multimedia Experience, 2017

Predicting QoE in cellular networks using machine learning and in-smartphone measurements.
Proceedings of the Ninth International Conference on Quality of Multimedia Experience, 2017

Edgenetworkcloudsim: Placement of service chains in edge clouds using networkcloudsim.
Proceedings of the 2017 IEEE Conference on Network Softwarization, 2017

Dynamic cloud service placement for live video streaming with a remote-controlled drone.
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

Study on the accuracy of QoE monitoring for HTTP adaptive video streaming using VNF.
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

An approximation of the backhaul bandwidth aggregation potential using a partial sharing scheme.
Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

Applicability and limitations of a simple WiFi hotspot model for cities.
Proceedings of the 13th International Conference on Network and Service Management, 2017

Performance evaluation of selective flow monitoring in the ONOS controller.
Proceedings of the 13th International Conference on Network and Service Management, 2017

2016
Next to You: Monitoring Quality of Experience in Cellular Networks From the End-Devices.
IEEE Trans. Netw. Serv. Manag., 2016

Performance evaluation of backhaul bandwidth aggregation using a partial sharing scheme.
Phys. Commun., 2016

Perceptual Quality of HTTP Adaptive Streaming Strategies: Cross-Experimental Analysis of Multi-Laboratory and Crowdsourced Subjective Studies.
IEEE J. Sel. Areas Commun., 2016

A Simple WiFi Hotspot Model for Cities.
IEEE Commun. Lett., 2016

More than topology: Joint topology and attribute sampling and generation of social network graphs.
Comput. Commun., 2016

Modeling the YouTube stack: From packets to quality of experience.
Comput. Networks, 2016

Assessment of subjective influence and trust with an online social network game.
Comput. Hum. Behav., 2016

Automated Decision Making Methods for the Multi-objective Optimization Task of Cloud Service Placement.
Proceedings of the First International Workshop on Programmability for Cloud Networks and Applications, 2016

Concept for Client-initiated Selection of Cloud Instances for Improving QoE of Distributed Cloud Services.
Proceedings of the 2016 workshop on QoE-based Analysis and Management of Data Communication Networks, 2016

Impact of test condition selection in adaptive crowdsourcing studies on subjective quality.
Proceedings of the Eighth International Conference on Quality of Multimedia Experience, 2016

Group-based communication in WhatsApp.
Proceedings of the 2016 IFIP Networking Conference, 2016

Load dynamics of a multiplayer online battle arena and simulative assessment of edge server placements.
Proceedings of the 7th International Conference on Multimedia Systems, 2016

Evaluating the Impact of WiFi Offloading on Mobile Users of HTTP Adaptive Video Streaming.
Proceedings of the 2016 IEEE Globecom Workshops, Washington, DC, USA, December 4-8, 2016, 2016

Analytic model for SDN controller traffic and switch table occupancy.
Proceedings of the 12th International Conference on Network and Service Management, 2016

2015
Modelling and performance analysis of application-aware resource management.
Int. J. Netw. Manag., 2015

A Survey on Quality of Experience of HTTP Adaptive Streaming.
IEEE Commun. Surv. Tutorials, 2015

Identifying QoE optimal adaptation of HTTP adaptive streaming based on subjective studies.
Comput. Networks, 2015

Exploring QoE in Cellular Networks: How Much Bandwidth do you Need for Popular Smartphone Apps?
Proceedings of the 5th Workshop on All Things Cellular: Operations, 2015

Analysis of Group-Based Communication in WhatsApp.
Proceedings of the Mobile Networks and Management - 7th International Conference, 2015

Energy Considerations for WiFi Offloading of Video Streaming.
Proceedings of the Mobile Networks and Management - 7th International Conference, 2015

Poster: Understanding YouTube QoE in Cellular Networks with YoMoApp: A QoE Monitoring Tool for YouTube Mobile.
Proceedings of the 21st Annual International Conference on Mobile Computing and Networking, 2015

Demo: On the Monitoring of YouTube QoE in Cellular Networks from End-devices.
Proceedings of the 2015 Workshop on Wireless of the Students, 2015

Augmenting home routers for socially-aware traffic management.
Proceedings of the 40th IEEE Conference on Local Computer Networks, 2015

YouTube QoE on mobile devices: Subjective analysis of classical vs. adaptive video streaming.
Proceedings of the International Wireless Communications and Mobile Computing Conference, 2015

Impact of WiFi offloading on video streaming QoE in urban environments.
Proceedings of the IEEE International Conference on Communication, 2015

YoMoApp: A tool for analyzing QoE of YouTube HTTP adaptive streaming in mobile networks.
Proceedings of the 2015 European Conference on Networks and Communications, 2015

Impact of intermediate layer on quality of experience of HTTP adaptive streaming.
Proceedings of the 11th International Conference on Network and Service Management, 2015

Taming QoE in cellular networks: From subjective lab studies to measurements in the field.
Proceedings of the 11th International Conference on Network and Service Management, 2015

Trade-Off between QoE and Operational Cost in Edge Resource Supported Video Streaming.
Proceedings of the 10th International Conference on P2P, 2015

2014
Close to Optimum?
Prax. Inf.verarb. Kommun., 2014

Assessing effect sizes of influence factors towards a QoE model for HTTP adaptive streaming.
Proceedings of the Sixth International Workshop on Quality of Multimedia Experience, 2014

Socially-Aware Management of New Overlay Applications Traffic - The Optimization Potentials of the SmartenIT Approach.
Proceedings of the Mobile Networks and Management - 6th International Conference, 2014

An Overview of Application Traffic Management Approaches: Challenges and Potential Extensions.
Proceedings of the Eighth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2014

Crowdsourcing 2.0: Enhancing execution speed and reliability of web-based QoE testing.
Proceedings of the IEEE International Conference on Communications, 2014

The Impact of Adaptation Strategies on Perceived Quality of HTTP Adaptive Streaming.
Proceedings of the 2014 Workshop on Design, 2014

Socially-Aware Traffic Management.
Proceedings of the Socioinformatics, 2014

Social Network Analysis in the Enterprise: Challenges and Opportunities.
Proceedings of the Socioinformatics, 2014

2013
YOUQMON: a system for on-line monitoring of YouTube QoE in operational 3G networks.
SIGMETRICS Perform. Evaluation Rev., 2013

OC2E2AN: Optimized Control Center for Experience Enhancements in Access Networks.
Prax. Inf.verarb. Kommun., 2013

Using buffered playtime for QoE-oriented resource management of YouTube video streaming.
Trans. Emerg. Telecommun. Technol., 2013

Gamification Framework for Personalized Surveys on Relationships in Online Social Networks.
Proceedings of the IEEE/ACM 6th International Conference on Utility and Cloud Computing, 2013

"To pool or not to pool": A comparison of temporal pooling methods for HTTP adaptive video streaming.
Proceedings of the Fourth International Workshop on Quality of Multimedia Experience, 2013

Quality of experience in remote virtual desktop services.
Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

Socially-Aware Traffic Management.
Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013

Resilience in Enterprise Social Networks.
Proceedings of the 43. Jahrestagung der Gesellschaft für Informatik, 2013

HORST - Home router sharing based on trust.
Proceedings of the 9th International Conference on Network and Service Management, 2013

2011
Quantification of YouTube QoE via Crowdsourcing.
Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011


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